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168
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ICASSP
2011
IEEE
14 years 10 months ago
2011
IEEE
We present a decentralized adaptive filtering algorithm where each agent acts selfishly to maximize its payoff. Agents are only aware of the actions of other agents within their...
154
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AAMAS
2010
Springer
15 years 6 months ago
2010
Springer
Abstract In this paper we address the problem of simultaneous learning and coordination in multiagent Markov decision problems (MMDPs) with infinite state-spaces. We separate this ...
188
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CDC
2010
IEEE
15 years 1 months ago
2010
IEEE
Most existing work uses dual decomposition and subgradient methods to solve Network Utility Maximization (NUM) problems in a distributed manner, which suffer from slow rate of con...
193
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SIAMSC
2011
15 years 1 months ago
2011
The classical inexact Newton algorithm is an efficient and popular technique for solving large sparse nonlinear system of equations. When the nonlinearities in the system are wellb...
224
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CVPR
2012
IEEE
13 years 9 months ago
2012
IEEE
We present a novel framework for multiple object tracking in which the problems of object detection and data association are expressed by a single objective function. The framewor...